Flood Risk Assessment Expert System - Is It a Problem for Fault Diagnosis?

Anna Sztyber , Brian Brisco , Terry Pultz , Marek Zaremba

Abstract

Floods are one of the most important natural hazards, and thus flood prediction and monitoring is an important research problem. Over several decades, the fault diagnosis community has established techniques for modelling, prediction, and uncertainty assessment. In this paper, we investigate whether these methods can be applied to the advantage of flood risk assessment expert systems. The paper contains a general description of the concept of a rule-based flood expert system. We show specifics of flood monitoring, including the main physical phenomena and available input data. Qualitative description of main processes leading to floods is provided, using the example of river floods. All of the problems and challenges are considered from the point of view of the fault diagnosis community. The analysis is promising, but more work is needed to apply the diagnostics approach efficiently to flood risk assessment.
Author Anna Sztyber IAR
Anna Sztyber,,
- The Institute of Automatic Control and Robotics
, Brian Brisco
Brian Brisco,,
-
, Terry Pultz
Terry Pultz,,
-
, Marek Zaremba
Marek Zaremba,,
-
Pages336-346
Publication size in sheets0.5
Book Kościelny Jan Maciej, Syfert Michał, Sztyber Anna (eds.): Advanced Solutions in Diagnostics and Fault Tolerant Control, Advances in Intelligent Systems and Computing, vol. 635, 2018, Springer International Publishing, ISBN 978-3-319-64473-8, [978-3-319-64474-5], DOI:10.1007/978-3-319-64474-5
Keywords in EnglishFloods, Expert system, Prognostics, Fault diagnosis 
DOIDOI:10.1007/978-3-319-64474-5_28
URL https://link.springer.com/chapter/10.1007/978-3-319-64474-5_28
Languageen angielski
Score (nominal)15
ScoreMinisterial score = 15.0, 04-12-2017, BookChapterSeriesAndMatConf
Ministerial score (2013-2016) = 15.0, 04-12-2017, BookChapterSeriesAndMatConf
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